EduNet: a new video dataset for understanding human activity in the classroom environment

V Sharma, M Gupta, A Kumar, D Mishra - Sensors, 2021 - mdpi.com
Human action recognition in videos has become a popular research area in artificial
intelligence (AI) technology. In the past few years, this research has accelerated in areas …

A review of deep learning-based human activity recognition on benchmark video datasets

V Sharma, M Gupta, AK Pandey, D Mishra… - Applied Artificial …, 2022 - Taylor & Francis
Different types of research have been done on video data using Artificial Intelligence (AI)
deep learning techniques. Most of them are behavior analysis, scene understanding, scene …

A students' action recognition database in smart classroom

X Li, M Wang, W Zeng, W Lu - 2019 14th International …, 2019 - ieeexplore.ieee.org
With the development of human action recognition, it is possible to automatically recognize
students' actions in classroom, providing a new direction for classroom observation in …

SV-NET: a deep learning approach to video based human activity recognition

S Bhattacharya, V Shaw, PK Singh, R Sarkar… - Proceedings of the 11th …, 2021 - Springer
The automatic identification of physical activities performed by human beings is referred to
as Human Activity Recognition (HAR). It aims to infer the actions of one or more persons …

Analysis of deep neural networks for human activity recognition in videos—a systematic literature review

HA Ullah, S Letchmunan, MS Zia, UM Butt… - IEEE …, 2021 - ieeexplore.ieee.org
From the past few decades, Human activity recognition (HAR) is one of the vital research
areas in computer vision in which much research is ongoing. The researcher's focus is …

Human action recognition in complex live videos using graph convolutional network

A Bharathi, M Sridevi - Computers and Electrical Engineering, 2023 - Elsevier
Despite its high computation costs, human activity recognition is one of the most widely
researched areas in computer vision. Deep learning based Human activity recognition in the …

[HTML][HTML] Metavd: A meta video dataset for enhancing human action recognition datasets

Y Yoshikawa, Y Shigeto, A Takeuchi - Computer Vision and Image …, 2021 - Elsevier
Numerous practical datasets have been developed to recognize human actions from videos.
However, many of them were constructed by collecting videos within a limited domain; thus …

[PDF][PDF] Human action recognition in videos: A survey

F Negin, F Bremond - INRIA Technical Report, 2016 - www-sop.inria.fr
This document provides a brief overview of recent developments in human action
recognition in videos. In recent years, there is a increasing interest over analyses of human …

Human action recognition using deep learning methods

Z Yu, WQ Yan - 2020 35th International Conference on Image …, 2020 - ieeexplore.ieee.org
The goal of human action recognition is to identify and understand the actions of people in
videos and export corresponding tags. In addition to spatial correlation existing in 2D …

A survey of the techniques for the identification and classification of human actions from visual data

S Saif, S Tehseen, S Kausar - Sensors, 2018 - mdpi.com
Recognition of human actions form videos has been an active area of research because it
has applications in various domains. The results of work in this field are used in video …